圖書標籤: 數據挖掘 社會化網絡 數據分析 sns Social Web O'Reilly 互聯網
发表于2025-06-03
Mining the Social Web pdf epub mobi txt 電子書 下載 2025
Popular social networks such as Facebook, Twitter, and LinkedIn generate a tremendous amount of valuable social data. Who's talking to whom? What are they talking about? How often are they talking? Where are they located? This concise and practical book shows you how to answer these types of questions and more. Each chapter presents a soup-to-nuts approach that combines popular social web data, analysis techniques, and visualization to help you find the needles in the social haystack you've been looking for -- and some you didn't know were there.
With Mining the Social Web, intermediate-to-advanced Python programmers will learn how to collect and analyze social data in way that lends itself to hacking as well as more industrial-strength analysis. The book is highly readable from cover to cover and tells a coherent story, but you can go straight to chapters of interest if you want to focus on a specific topic.
Get a concise and straightforward synopsis of the social web landscape so you know which 20% of the space to spend 80% of your time on
Use easily adaptable scripts hosted on GitHub to harvest data from popular social network APIs including Twitter, Facebook, and LinkedIn
Learn how to slice and dice social web data with easy-to-use Python tools, and apply more advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detection
Build interactive visualizations with easily adaptable web technologies built upon HTML5 and JavaScript toolkits
This book is still in progress, but you can get going on this technology through our Rough Cuts edition, which lets you read the manuscript as it's being written, either online or via PDF.
via http://oreilly.com/catalog/9781449394844/
Amazon: http://www.amazon.com/Mining-Social-Web-Finding-Haystack/dp/1449388345/
Matthew Russell has completed nearly 50 publications on technology, including work that has appeared at scientific conferences and in Linux Journal and Make magazine. He is also the author of Dojo: The Definitive Guide (O’Reilly). Matthew is Vice President of Engineering at Digital Reasoning Systems and is Founder & Principal at Zaffra, a firm focused on agile web development.
尼瑪...一堆API,逼死我瞭...
評分一般吧
評分很基礎……學到瞭一個最大團方法
評分Python相關庫使用說明書,要是那些庫你都沒聽過,那還是稍微有點用
評分社交網絡裏麵的方方麵麵都有涉及,問題講的比較透徹,通過算法背後的一些數據,幫助理解follow和friend單嚮/雙嚮關係直接的細微差彆和適用場景,還有更多諸如此類的靈感
作者的文风非常傲慢 源代码各种不解释 写作思路跳跃性强难以捉摸 而且主要实现的功能偏数据收集 所谓的数据分析只停留在浅层次上 好的地方是 接触到了一些有趣的python库:nltk做自然语言处理 networkx的网络分析 graphvis做可视化 以及以couchdb为代表的nosql 作为appetizer尚...
評分虽然使用的语言是python,而且分析的网站都是国内被禁的网站,但是读完这本书后,感到很受启发,其实如果你懂了这本书中的内容,分析其他社交网站也会得心应手,比如说像国内的sina微博,人家提供的API也很有价值啊,你读完这本书,收获会很大。
評分虽然使用的语言是python,而且分析的网站都是国内被禁的网站,但是读完这本书后,感到很受启发,其实如果你懂了这本书中的内容,分析其他社交网站也会得心应手,比如说像国内的sina微博,人家提供的API也很有价值啊,你读完这本书,收获会很大。
評分原本是想学些数据分析的算法和思想,但是拿到这本书之后挺失望。看到第四章,全在讲如何使用twitter等社交网站的api。 只能当拓展知识面看看,了解下书里面讲到的开源工具。 另外,书的价格还不算便宜。
評分作者的文风非常傲慢 源代码各种不解释 写作思路跳跃性强难以捉摸 而且主要实现的功能偏数据收集 所谓的数据分析只停留在浅层次上 好的地方是 接触到了一些有趣的python库:nltk做自然语言处理 networkx的网络分析 graphvis做可视化 以及以couchdb为代表的nosql 作为appetizer尚...
Mining the Social Web pdf epub mobi txt 電子書 下載 2025